Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 5634146 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 644.8 MiB |
| Average record size in memory | 120.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 12 |
| Text | 1 |
| Categorical | 1 |
승차인원 is highly overall correlated with 승하차인원 and 3 other fields | High correlation |
승하차인원 is highly overall correlated with 승차인원 and 3 other fields | High correlation |
우대권인원수 is highly overall correlated with 승차인원 and 3 other fields | High correlation |
하차인원 is highly overall correlated with 승차인원 and 3 other fields | High correlation |
혼잡도 is highly overall correlated with 승차인원 and 3 other fields | High correlation |
시간 is uniformly distributed | Uniform |
강수량(mm) has 5278699 (93.7%) zeros | Zeros |
적설(cm) has 5401650 (95.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-23 14:26:43.568139 |
|---|---|
| Analysis finished | 2024-09-23 14:29:18.213075 |
| Duration | 2 minutes and 34.64 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
날짜
Date
| Distinct | 1095 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.0 MiB |
| Minimum | 2021-01-01 00:00:00 |
|---|---|
| Maximum | 2023-12-31 00:00:00 |
호선명
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6113565 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.9999853 |
|---|---|
| Coefficient of variation (CV) | 0.43370868 |
| Kurtosis | -1.1432409 |
| Mean | 4.6113565 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.057862012 |
| Sum | 25981056 |
| Variance | 3.9999413 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 1160387 | |
| 2 | 1019445 | |
| 7 | 873810 | |
| 6 | 772673 | |
| 3 | 691011 | |
| 4 | 540930 | |
| 8 | 367840 | 6.5% |
| 1 | 208050 | 3.7% |
| Value | Count | Frequency (%) |
| 1 | 208050 | 3.7% |
| 2 | 1019445 | |
| 3 | 691011 | |
| 4 | 540930 | |
| 5 | 1160387 | |
| 6 | 772673 | |
| 7 | 873810 | |
| 8 | 367840 | 6.5% |
| Value | Count | Frequency (%) |
| 8 | 367840 | 6.5% |
| 7 | 873810 | |
| 6 | 772673 | |
| 5 | 1160387 | |
| 4 | 540930 | |
| 3 | 691011 | |
| 2 | 1019445 | |
| 1 | 208050 | 3.7% |
역명
Text
| Distinct | 239 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.0 MiB |
Length
| Max length | 9 |
|---|---|
| Median length | 2 |
| Mean length | 2.8959951 |
| Min length | 2 |
Characters and Unicode
| Total characters | 16316459 |
|---|---|
| Distinct characters | 207 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 서울역 |
|---|---|
| 2nd row | 서울역 |
| 3rd row | 서울역 |
| 4th row | 서울역 |
| 5th row | 서울역 |
| Value | Count | Frequency (%) |
| 종로3가 | 62415 | 1.1% |
| 동대문역사문화공원 | 62415 | 1.1% |
| 시청 | 41610 | 0.7% |
| 동대문 | 41610 | 0.7% |
| 건대입구 | 41610 | 0.7% |
| 동묘앞 | 41610 | 0.7% |
| 을지로4가 | 41610 | 0.7% |
| 을지로3가 | 41610 | 0.7% |
| 왕십리 | 41610 | 0.7% |
| 신당 | 41610 | 0.7% |
| Other values (229) | 5176436 |
Most occurring characters
| Value | Count | Frequency (%) |
| 대 | 665760 | 4.1% |
| 구 | 540930 | 3.3% |
| 신 | 460598 | 2.8% |
| 동 | 457710 | 2.8% |
| 산 | 393699 | 2.4% |
| 문 | 312075 | 1.9% |
| 로 | 296305 | 1.8% |
| 원 | 291270 | 1.8% |
| 지 | 291270 | 1.8% |
| 청 | 289693 | 1.8% |
| Other values (197) | 12317149 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 16150019 | |
| Decimal Number | 166440 | 1.0% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 대 | 665760 | 4.1% |
| 구 | 540930 | 3.3% |
| 신 | 460598 | 2.9% |
| 동 | 457710 | 2.8% |
| 산 | 393699 | 2.4% |
| 문 | 312075 | 1.9% |
| 로 | 296305 | 1.8% |
| 원 | 291270 | 1.8% |
| 지 | 291270 | 1.8% |
| 청 | 289693 | 1.8% |
| Other values (194) | 12150709 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 104025 | |
| 4 | 41610 | 25.0% |
| 5 | 20805 | 12.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 16150019 | |
| Common | 166440 | 1.0% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 대 | 665760 | 4.1% |
| 구 | 540930 | 3.3% |
| 신 | 460598 | 2.9% |
| 동 | 457710 | 2.8% |
| 산 | 393699 | 2.4% |
| 문 | 312075 | 1.9% |
| 로 | 296305 | 1.8% |
| 원 | 291270 | 1.8% |
| 지 | 291270 | 1.8% |
| 청 | 289693 | 1.8% |
| Other values (194) | 12150709 |
Common
| Value | Count | Frequency (%) |
| 3 | 104025 | |
| 4 | 41610 | 25.0% |
| 5 | 20805 | 12.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 16150019 | |
| ASCII | 166440 | 1.0% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 대 | 665760 | 4.1% |
| 구 | 540930 | 3.3% |
| 신 | 460598 | 2.9% |
| 동 | 457710 | 2.8% |
| 산 | 393699 | 2.4% |
| 문 | 312075 | 1.9% |
| 로 | 296305 | 1.8% |
| 원 | 291270 | 1.8% |
| 지 | 291270 | 1.8% |
| 청 | 289693 | 1.8% |
| Other values (194) | 12150709 |
ASCII
| Value | Count | Frequency (%) |
| 3 | 104025 | |
| 4 | 41610 | 25.0% |
| 5 | 20805 | 12.5% |
시간
Categorical
UNIFORM 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.0 MiB |
| 05:00 | 296534 |
|---|---|
| 06:00 | 296534 |
| 07:00 | 296534 |
| 08:00 | 296534 |
| 09:00 | 296534 |
| Other values (14) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 28170730 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 05:00 |
|---|---|
| 2nd row | 06:00 |
| 3rd row | 07:00 |
| 4th row | 08:00 |
| 5th row | 09:00 |
Common Values
| Value | Count | Frequency (%) |
| 05:00 | 296534 | 5.3% |
| 06:00 | 296534 | 5.3% |
| 07:00 | 296534 | 5.3% |
| 08:00 | 296534 | 5.3% |
| 09:00 | 296534 | 5.3% |
| 10:00 | 296534 | 5.3% |
| 11:00 | 296534 | 5.3% |
| 12:00 | 296534 | 5.3% |
| 13:00 | 296534 | 5.3% |
| 14:00 | 296534 | 5.3% |
| Other values (9) | 2668806 |
Length
| Value | Count | Frequency (%) |
| 05:00 | 296534 | 5.3% |
| 15:00 | 296534 | 5.3% |
| 22:00 | 296534 | 5.3% |
| 21:00 | 296534 | 5.3% |
| 20:00 | 296534 | 5.3% |
| 19:00 | 296534 | 5.3% |
| 18:00 | 296534 | 5.3% |
| 17:00 | 296534 | 5.3% |
| 16:00 | 296534 | 5.3% |
| 14:00 | 296534 | 5.3% |
| Other values (9) | 2668806 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13344030 | |
| : | 5634146 | |
| 1 | 3558408 | 12.6% |
| 2 | 1779204 | 6.3% |
| 5 | 593068 | 2.1% |
| 6 | 593068 | 2.1% |
| 7 | 593068 | 2.1% |
| 8 | 593068 | 2.1% |
| 9 | 593068 | 2.1% |
| 3 | 593068 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 22536584 | |
| Other Punctuation | 5634146 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13344030 | |
| 1 | 3558408 | 15.8% |
| 2 | 1779204 | 7.9% |
| 5 | 593068 | 2.6% |
| 6 | 593068 | 2.6% |
| 7 | 593068 | 2.6% |
| 8 | 593068 | 2.6% |
| 9 | 593068 | 2.6% |
| 3 | 593068 | 2.6% |
| 4 | 296534 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 5634146 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 28170730 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13344030 | |
| : | 5634146 | |
| 1 | 3558408 | 12.6% |
| 2 | 1779204 | 6.3% |
| 5 | 593068 | 2.1% |
| 6 | 593068 | 2.1% |
| 7 | 593068 | 2.1% |
| 8 | 593068 | 2.1% |
| 9 | 593068 | 2.1% |
| 3 | 593068 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 28170730 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13344030 | |
| : | 5634146 | |
| 1 | 3558408 | 12.6% |
| 2 | 1779204 | 6.3% |
| 5 | 593068 | 2.1% |
| 6 | 593068 | 2.1% |
| 7 | 593068 | 2.1% |
| 8 | 593068 | 2.1% |
| 9 | 593068 | 2.1% |
| 3 | 593068 | 2.1% |
승차인원
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 13260 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 743.62836 |
| Minimum | 0 |
|---|---|
| Maximum | 21209 |
| Zeros | 8271 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 54 |
| Q1 | 212 |
| median | 450 |
| Q3 | 880 |
| 95-th percentile | 2398 |
| Maximum | 21209 |
| Range | 21209 |
| Interquartile range (IQR) | 668 |
Descriptive statistics
| Standard deviation | 994.54444 |
|---|---|
| Coefficient of variation (CV) | 1.3374213 |
| Kurtosis | 34.532946 |
| Mean | 743.62836 |
| Median Absolute Deviation (MAD) | 287 |
| Skewness | 4.5942021 |
| Sum | 4.1897107 × 109 |
| Variance | 989118.64 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8271 | 0.1% |
| 62 | 7590 | 0.1% |
| 98 | 7430 | 0.1% |
| 119 | 7416 | 0.1% |
| 65 | 7402 | 0.1% |
| 90 | 7400 | 0.1% |
| 110 | 7395 | 0.1% |
| 163 | 7391 | 0.1% |
| 66 | 7388 | 0.1% |
| 118 | 7383 | 0.1% |
| Other values (13250) | 5559080 |
| Value | Count | Frequency (%) |
| 0 | 8271 | |
| 1 | 540 | < 0.1% |
| 2 | 859 | < 0.1% |
| 3 | 1258 | < 0.1% |
| 4 | 1580 | < 0.1% |
| 5 | 1832 | < 0.1% |
| 6 | 2078 | < 0.1% |
| 7 | 2430 | < 0.1% |
| 8 | 2773 | < 0.1% |
| 9 | 2888 | 0.1% |
| Value | Count | Frequency (%) |
| 21209 | 1 | |
| 20222 | 1 | |
| 19883 | 1 | |
| 18966 | 1 | |
| 18875 | 1 | |
| 18757 | 1 | |
| 18616 | 1 | |
| 16442 | 1 | |
| 15718 | 1 | |
| 15533 | 1 |
하차인원
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 15344 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 744.13236 |
| Minimum | 0 |
|---|---|
| Maximum | 19267 |
| Zeros | 10894 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 221 |
| median | 454 |
| Q3 | 862 |
| 95-th percentile | 2313 |
| Maximum | 19267 |
| Range | 19267 |
| Interquartile range (IQR) | 641 |
Descriptive statistics
| Standard deviation | 1044.4823 |
|---|---|
| Coefficient of variation (CV) | 1.4036244 |
| Kurtosis | 51.045525 |
| Mean | 744.13236 |
| Median Absolute Deviation (MAD) | 281 |
| Skewness | 5.5535684 |
| Sum | 4.1925504 × 109 |
| Variance | 1090943.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10894 | 0.2% |
| 32 | 7613 | 0.1% |
| 30 | 7562 | 0.1% |
| 34 | 7538 | 0.1% |
| 31 | 7451 | 0.1% |
| 29 | 7370 | 0.1% |
| 33 | 7353 | 0.1% |
| 27 | 7339 | 0.1% |
| 28 | 7318 | 0.1% |
| 35 | 7302 | 0.1% |
| Other values (15334) | 5556406 |
| Value | Count | Frequency (%) |
| 0 | 10894 | |
| 1 | 1878 | < 0.1% |
| 2 | 1959 | < 0.1% |
| 3 | 2437 | < 0.1% |
| 4 | 2915 | 0.1% |
| 5 | 3492 | 0.1% |
| 6 | 3816 | 0.1% |
| 7 | 4162 | 0.1% |
| 8 | 4419 | |
| 9 | 4771 |
| Value | Count | Frequency (%) |
| 19267 | 1 | < 0.1% |
| 19228 | 1 | < 0.1% |
| 19193 | 1 | < 0.1% |
| 19157 | 1 | < 0.1% |
| 19141 | 1 | < 0.1% |
| 19095 | 1 | < 0.1% |
| 19085 | 3 | |
| 19060 | 1 | < 0.1% |
| 19046 | 1 | < 0.1% |
| 19038 | 2 |
우대권인원수
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2926 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 244.14156 |
| Minimum | 0 |
|---|---|
| Maximum | 4350 |
| Zeros | 10656 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 78 |
| median | 175 |
| Q3 | 326 |
| 95-th percentile | 705 |
| Maximum | 4350 |
| Range | 4350 |
| Interquartile range (IQR) | 248 |
Descriptive statistics
| Standard deviation | 248.97393 |
|---|---|
| Coefficient of variation (CV) | 1.0197933 |
| Kurtosis | 12.227467 |
| Mean | 244.14156 |
| Median Absolute Deviation (MAD) | 113 |
| Skewness | 2.7093094 |
| Sum | 1.3755292 × 109 |
| Variance | 61988.017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43 | 20183 | 0.4% |
| 23 | 20120 | 0.4% |
| 41 | 19910 | 0.4% |
| 24 | 19899 | 0.4% |
| 22 | 19882 | 0.4% |
| 20 | 19839 | 0.4% |
| 27 | 19832 | 0.4% |
| 29 | 19816 | 0.4% |
| 44 | 19812 | 0.4% |
| 45 | 19799 | 0.4% |
| Other values (2916) | 5435054 |
| Value | Count | Frequency (%) |
| 0 | 10656 | |
| 1 | 5374 | 0.1% |
| 2 | 7546 | |
| 3 | 9638 | |
| 4 | 11496 | |
| 5 | 12732 | |
| 6 | 13672 | |
| 7 | 14587 | |
| 8 | 15682 | |
| 9 | 16157 |
| Value | Count | Frequency (%) |
| 4350 | 1 | |
| 4181 | 1 | |
| 4150 | 1 | |
| 4043 | 1 | |
| 4017 | 1 | |
| 3936 | 1 | |
| 3743 | 1 | |
| 3737 | 1 | |
| 3674 | 1 | |
| 3659 | 1 |
기온(°C)
Real number (ℝ)
| Distinct | 531 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.284394 |
| Minimum | -18.5 |
|---|---|
| Maximum | 36.3 |
| Zeros | 8390 |
| Zeros (%) | 0.1% |
| Negative | 736139 |
| Negative (%) | 13.1% |
| Memory size | 43.0 MiB |
Quantile statistics
| Minimum | -18.5 |
|---|---|
| 5-th percentile | -5.1 |
| Q1 | 5.8 |
| median | 15.6 |
| Q3 | 23.7 |
| 95-th percentile | 29.7 |
| Maximum | 36.3 |
| Range | 54.8 |
| Interquartile range (IQR) | 17.9 |
Descriptive statistics
| Standard deviation | 11.102127 |
|---|---|
| Coefficient of variation (CV) | 0.7772207 |
| Kurtosis | -0.79382046 |
| Mean | 14.284394 |
| Median Absolute Deviation (MAD) | 8.7 |
| Skewness | -0.37268836 |
| Sum | 80480363 |
| Variance | 123.25722 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.1 | 29278 | 0.5% |
| 25.2 | 25211 | 0.4% |
| 25.6 | 25208 | 0.4% |
| 19.7 | 25198 | 0.4% |
| 25.4 | 24392 | 0.4% |
| 24.2 | 24380 | 0.4% |
| 23.5 | 23851 | 0.4% |
| 24.8 | 23587 | 0.4% |
| 24.9 | 23585 | 0.4% |
| 25.1 | 23320 | 0.4% |
| Other values (521) | 5386136 |
| Value | Count | Frequency (%) |
| -18.5 | 267 | < 0.1% |
| -18.2 | 267 | < 0.1% |
| -17.9 | 267 | < 0.1% |
| -17.8 | 534 | |
| -17.2 | 271 | < 0.1% |
| -17 | 271 | < 0.1% |
| -16.9 | 271 | < 0.1% |
| -16.8 | 542 | |
| -16.6 | 542 | |
| -16.4 | 1077 |
| Value | Count | Frequency (%) |
| 36.3 | 270 | < 0.1% |
| 36.1 | 270 | < 0.1% |
| 36 | 270 | < 0.1% |
| 35.8 | 271 | < 0.1% |
| 35.7 | 1082 | |
| 35.6 | 814 | |
| 35.4 | 813 | |
| 35.3 | 812 | |
| 35.2 | 1895 | |
| 35.1 | 1081 |
강수량(mm)
Real number (ℝ)
ZEROS 
| Distinct | 157 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17815206 |
| Minimum | 0 |
|---|---|
| Maximum | 64.7 |
| Zeros | 5278699 |
| Zeros (%) | 93.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.3 |
| Maximum | 64.7 |
| Range | 64.7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.4122468 |
|---|---|
| Coefficient of variation (CV) | 7.9271987 |
| Kurtosis | 411.62461 |
| Mean | 0.17815206 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.400728 |
| Sum | 1003734.7 |
| Variance | 1.9944409 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5278699 | |
| 0.1 | 42823 | 0.8% |
| 0.2 | 30876 | 0.5% |
| 0.3 | 23821 | 0.4% |
| 0.5 | 16529 | 0.3% |
| 0.4 | 14087 | 0.3% |
| 0.7 | 11368 | 0.2% |
| 1.3 | 10832 | 0.2% |
| 0.6 | 10020 | 0.2% |
| 1 | 9482 | 0.2% |
| Other values (147) | 185609 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 5278699 | |
| 0.1 | 42823 | 0.8% |
| 0.2 | 30876 | 0.5% |
| 0.3 | 23821 | 0.4% |
| 0.4 | 14087 | 0.3% |
| 0.5 | 16529 | 0.3% |
| 0.6 | 10020 | 0.2% |
| 0.7 | 11368 | 0.2% |
| 0.8 | 8664 | 0.2% |
| 0.9 | 7050 | 0.1% |
| Value | Count | Frequency (%) |
| 64.7 | 271 | |
| 40.7 | 272 | |
| 34.7 | 271 | |
| 31.4 | 272 | |
| 31.3 | 271 | |
| 30.2 | 542 | |
| 29.5 | 271 | |
| 28 | 271 | |
| 27.7 | 271 | |
| 27.6 | 271 |
풍속(m/s)
Real number (ℝ)
| Distinct | 84 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.434749 |
| Minimum | 0 |
|---|---|
| Maximum | 8.6 |
| Zeros | 13004 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.8 |
| Q1 | 1.7 |
| median | 2.3 |
| Q3 | 3.1 |
| 95-th percentile | 4.5 |
| Maximum | 8.6 |
| Range | 8.6 |
| Interquartile range (IQR) | 1.4 |
Descriptive statistics
| Standard deviation | 1.1196801 |
|---|---|
| Coefficient of variation (CV) | 0.45987493 |
| Kurtosis | 1.0443184 |
| Mean | 2.434749 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 0.7443697 |
| Sum | 13717732 |
| Variance | 1.2536834 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.3 | 229986 | 4.1% |
| 2.2 | 228061 | 4.0% |
| 2.4 | 223443 | 4.0% |
| 2 | 222123 | 3.9% |
| 2.5 | 215328 | 3.8% |
| 2.1 | 212321 | 3.8% |
| 1.9 | 205572 | 3.6% |
| 2.6 | 204225 | 3.6% |
| 1.8 | 201467 | 3.6% |
| 1.7 | 193598 | 3.4% |
| Other values (74) | 3498022 |
| Value | Count | Frequency (%) |
| 0 | 13004 | 0.2% |
| 0.1 | 11102 | 0.2% |
| 0.2 | 13271 | 0.2% |
| 0.3 | 20589 | 0.4% |
| 0.4 | 28714 | 0.5% |
| 0.5 | 35186 | |
| 0.6 | 50384 | |
| 0.7 | 60374 | |
| 0.8 | 72293 | |
| 0.9 | 85301 |
| Value | Count | Frequency (%) |
| 8.6 | 272 | < 0.1% |
| 8.5 | 272 | < 0.1% |
| 8.4 | 272 | < 0.1% |
| 8.3 | 270 | < 0.1% |
| 8.1 | 271 | < 0.1% |
| 8 | 813 | |
| 7.9 | 273 | < 0.1% |
| 7.6 | 542 | |
| 7.5 | 271 | < 0.1% |
| 7.4 | 1080 |
습도(%)
Real number (ℝ)
| Distinct | 86 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.640826 |
| Minimum | 15 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.0 MiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 49 |
| median | 64 |
| Q3 | 79 |
| 95-th percentile | 94 |
| Maximum | 100 |
| Range | 85 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 19.057644 |
|---|---|
| Coefficient of variation (CV) | 0.29945627 |
| Kurtosis | -0.84181871 |
| Mean | 63.640826 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.085536259 |
| Sum | 3.585617 × 108 |
| Variance | 363.19381 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59 | 112150 | 2.0% |
| 70 | 103193 | 1.8% |
| 58 | 102651 | 1.8% |
| 67 | 102116 | 1.8% |
| 61 | 102100 | 1.8% |
| 54 | 101557 | 1.8% |
| 66 | 101056 | 1.8% |
| 63 | 100215 | 1.8% |
| 71 | 98317 | 1.7% |
| 62 | 97769 | 1.7% |
| Other values (76) | 4613022 |
| Value | Count | Frequency (%) |
| 15 | 813 | < 0.1% |
| 16 | 542 | < 0.1% |
| 17 | 3257 | 0.1% |
| 18 | 3524 | 0.1% |
| 19 | 6239 | |
| 20 | 7033 | |
| 21 | 10284 | |
| 22 | 10582 | |
| 23 | 11647 | |
| 24 | 12705 |
| Value | Count | Frequency (%) |
| 100 | 22753 | 0.4% |
| 99 | 40645 | |
| 98 | 43077 | |
| 97 | 47420 | |
| 96 | 52560 | |
| 95 | 49560 | |
| 94 | 55235 | |
| 93 | 61451 | |
| 92 | 67963 | |
| 91 | 71996 |
적설(cm)
Real number (ℝ)
ZEROS 
| Distinct | 66 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.061164656 |
| Minimum | 0 |
|---|---|
| Maximum | 12.2 |
| Zeros | 5401650 |
| Zeros (%) | 95.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12.2 |
| Range | 12.2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.44190634 |
|---|---|
| Coefficient of variation (CV) | 7.2248643 |
| Kurtosis | 246.45201 |
| Mean | 0.061164656 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.065017 |
| Sum | 344610.6 |
| Variance | 0.19528121 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5401650 | |
| 0.3 | 17847 | 0.3% |
| 0.2 | 17839 | 0.3% |
| 0.4 | 14842 | 0.3% |
| 0.5 | 14342 | 0.3% |
| 0.1 | 12446 | 0.2% |
| 1.1 | 9703 | 0.2% |
| 0.7 | 9668 | 0.2% |
| 1.7 | 9254 | 0.2% |
| 1.9 | 8962 | 0.2% |
| Other values (56) | 117593 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 5401650 | |
| 0.1 | 12446 | 0.2% |
| 0.2 | 17839 | 0.3% |
| 0.3 | 17847 | 0.3% |
| 0.4 | 14842 | 0.3% |
| 0.5 | 14342 | 0.3% |
| 0.6 | 5129 | 0.1% |
| 0.7 | 9668 | 0.2% |
| 0.8 | 7526 | 0.1% |
| 0.9 | 6189 | 0.1% |
| Value | Count | Frequency (%) |
| 12.2 | 271 | |
| 12 | 271 | |
| 11.9 | 271 | |
| 11.5 | 271 | |
| 11.4 | 271 | |
| 11.3 | 271 | |
| 10.8 | 271 | |
| 10.5 | 271 | |
| 10.2 | 271 | |
| 9.8 | 271 |
면적
Real number (ℝ)
| Distinct | 272 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8825.8212 |
| Minimum | 1069.48 |
|---|---|
| Maximum | 28768.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.0 MiB |
Quantile statistics
| Minimum | 1069.48 |
|---|---|
| 5-th percentile | 5067.31 |
| Q1 | 6515.21 |
| median | 8150.87 |
| Q3 | 10107.22 |
| 95-th percentile | 15318.58 |
| Maximum | 28768.4 |
| Range | 27698.92 |
| Interquartile range (IQR) | 3592.01 |
Descriptive statistics
| Standard deviation | 3466.7103 |
|---|---|
| Coefficient of variation (CV) | 0.39279181 |
| Kurtosis | 5.1572082 |
| Mean | 8825.8212 |
| Median Absolute Deviation (MAD) | 1721.87 |
| Skewness | 1.6629479 |
| Sum | 4.9725965 × 1010 |
| Variance | 12018080 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6439 | 41610 | 0.7% |
| 6086 | 41610 | 0.7% |
| 10805 | 20805 | 0.4% |
| 11066.23 | 20805 | 0.4% |
| 6193.76 | 20805 | 0.4% |
| 11229.45 | 20805 | 0.4% |
| 5520.83 | 20805 | 0.4% |
| 8423.57 | 20805 | 0.4% |
| 12286.19 | 20805 | 0.4% |
| 6990.22 | 20805 | 0.4% |
| Other values (262) | 5384486 |
| Value | Count | Frequency (%) |
| 1069.48 | 779 | < 0.1% |
| 1423 | 20805 | |
| 1503.05 | 20805 | |
| 1583 | 20805 | |
| 2203 | 20805 | |
| 3860 | 5035 | 0.1% |
| 4177.54 | 14155 | |
| 4496.94 | 20805 | |
| 4691 | 20805 | |
| 4838.6 | 20805 |
| Value | Count | Frequency (%) |
| 28768.4 | 20805 | |
| 23052.81 | 20805 | |
| 20302.8 | 20805 | |
| 19246 | 20805 | |
| 18984.55 | 20805 | |
| 18812.65 | 20805 | |
| 18506 | 20805 | |
| 18459.41 | 20805 | |
| 18195.21 | 20805 | |
| 17268.9 | 20805 |
승하차인원
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 19024 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1487.7607 |
| Minimum | 0 |
|---|---|
| Maximum | 26156 |
| Zeros | 8080 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 140 |
| Q1 | 488 |
| median | 971 |
| Q3 | 1818 |
| 95-th percentile | 4535 |
| Maximum | 26156 |
| Range | 26156 |
| Interquartile range (IQR) | 1330 |
Descriptive statistics
| Standard deviation | 1720.0265 |
|---|---|
| Coefficient of variation (CV) | 1.1561177 |
| Kurtosis | 19.924664 |
| Mean | 1487.7607 |
| Median Absolute Deviation (MAD) | 579 |
| Skewness | 3.5627684 |
| Sum | 8.3822611 × 109 |
| Variance | 2958491 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8080 | 0.1% |
| 463 | 3559 | 0.1% |
| 441 | 3504 | 0.1% |
| 470 | 3461 | 0.1% |
| 312 | 3461 | 0.1% |
| 471 | 3459 | 0.1% |
| 443 | 3456 | 0.1% |
| 440 | 3445 | 0.1% |
| 452 | 3442 | 0.1% |
| 482 | 3442 | 0.1% |
| Other values (19014) | 5594837 |
| Value | Count | Frequency (%) |
| 0 | 8080 | |
| 1 | 10 | < 0.1% |
| 2 | 15 | < 0.1% |
| 3 | 45 | < 0.1% |
| 4 | 53 | < 0.1% |
| 5 | 74 | < 0.1% |
| 6 | 126 | < 0.1% |
| 7 | 144 | < 0.1% |
| 8 | 176 | < 0.1% |
| 9 | 207 | < 0.1% |
| Value | Count | Frequency (%) |
| 26156 | 1 | |
| 26041 | 1 | |
| 25366 | 1 | |
| 25099 | 1 | |
| 24551 | 1 | |
| 24522 | 1 | |
| 24415 | 1 | |
| 24323 | 1 | |
| 24261 | 1 | |
| 24123 | 1 |
혼잡도
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 943058 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.482558 |
| Minimum | 0 |
|---|---|
| Maximum | 1190.5194 |
| Zeros | 8080 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.9711944 |
| Q1 | 17.519552 |
| median | 35.522194 |
| Q3 | 68.418704 |
| 95-th percentile | 172.45727 |
| Maximum | 1190.5194 |
| Range | 1190.5194 |
| Interquartile range (IQR) | 50.899153 |
Descriptive statistics
| Standard deviation | 66.839741 |
|---|---|
| Coefficient of variation (CV) | 1.2046983 |
| Kurtosis | 28.331733 |
| Mean | 55.482558 |
| Median Absolute Deviation (MAD) | 21.805988 |
| Skewness | 4.0592238 |
| Sum | 3.1259683 × 108 |
| Variance | 4467.551 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8080 | 0.1% |
| 4.830759119 | 210 | < 0.1% |
| 4.534998357 | 202 | < 0.1% |
| 5.225106802 | 201 | < 0.1% |
| 5.320197044 | 194 | < 0.1% |
| 4.633585278 | 193 | < 0.1% |
| 4.876847291 | 193 | < 0.1% |
| 5.615763547 | 193 | < 0.1% |
| 4.436411436 | 192 | < 0.1% |
| 5.172413793 | 192 | < 0.1% |
| Other values (943048) | 5624296 |
| Value | Count | Frequency (%) |
| 0 | 8080 | |
| 0.02388344877 | 1 | < 0.1% |
| 0.02407434157 | 1 | < 0.1% |
| 0.02947189315 | 6 | < 0.1% |
| 0.0492934604 | 1 | < 0.1% |
| 0.0521405431 | 1 | < 0.1% |
| 0.05220691689 | 3 | < 0.1% |
| 0.05694674341 | 2 | < 0.1% |
| 0.05894378629 | 2 | < 0.1% |
| 0.06256865172 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1190.519399 | 1 | |
| 1152.268461 | 1 | |
| 1150.907384 | 1 | |
| 1145.885482 | 1 | |
| 1138.657697 | 1 | |
| 1132.180851 | 1 | |
| 1123.545056 | 1 | |
| 1116.458073 | 1 | |
| 1111.013767 | 1 | |
| 1109.934293 | 1 |
| 강수량(mm) | 기온(°C) | 면적 | 습도(%) | 승차인원 | 승하차인원 | 시간 | 우대권인원수 | 적설(cm) | 풍속(m/s) | 하차인원 | 호선명 | 혼잡도 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 강수량(mm) | 1.000 | 0.093 | 0.000 | 0.375 | -0.009 | -0.011 | 0.030 | -0.014 | -0.008 | 0.035 | -0.012 | 0.000 | -0.011 |
| 기온(°C) | 0.093 | 1.000 | 0.001 | 0.157 | 0.074 | 0.071 | 0.093 | 0.120 | -0.313 | 0.014 | 0.082 | 0.000 | 0.069 |
| 면적 | 0.000 | 0.001 | 1.000 | 0.001 | 0.064 | 0.074 | 0.000 | -0.006 | -0.001 | -0.000 | 0.061 | 0.085 | -0.250 |
| 습도(%) | 0.375 | 0.157 | 0.001 | 1.000 | -0.116 | -0.114 | 0.172 | -0.169 | 0.017 | -0.244 | -0.139 | 0.000 | -0.111 |
| 승차인원 | -0.009 | 0.074 | 0.064 | -0.116 | 1.000 | 0.908 | 0.094 | 0.750 | -0.016 | 0.112 | 0.687 | -0.198 | 0.843 |
| 승하차인원 | -0.011 | 0.071 | 0.074 | -0.114 | 0.908 | 1.000 | 0.115 | 0.756 | -0.017 | 0.110 | 0.909 | -0.221 | 0.929 |
| 시간 | 0.030 | 0.093 | 0.000 | 0.172 | 0.094 | 0.115 | 1.000 | 0.116 | 0.031 | 0.122 | 0.100 | 0.000 | 0.102 |
| 우대권인원수 | -0.014 | 0.120 | -0.006 | -0.169 | 0.750 | 0.756 | 0.116 | 1.000 | -0.028 | 0.151 | 0.679 | -0.168 | 0.725 |
| 적설(cm) | -0.008 | -0.313 | -0.001 | 0.017 | -0.016 | -0.017 | 0.031 | -0.028 | 1.000 | 0.040 | -0.018 | -0.000 | -0.016 |
| 풍속(m/s) | 0.035 | 0.014 | -0.000 | -0.244 | 0.112 | 0.110 | 0.122 | 0.151 | 0.040 | 1.000 | 0.122 | 0.000 | 0.107 |
| 하차인원 | -0.012 | 0.082 | 0.061 | -0.139 | 0.687 | 0.909 | 0.100 | 0.679 | -0.018 | 0.122 | 1.000 | -0.201 | 0.846 |
| 호선명 | 0.000 | 0.000 | 0.085 | 0.000 | -0.198 | -0.221 | 0.000 | -0.168 | -0.000 | 0.000 | -0.201 | 1.000 | -0.250 |
| 혼잡도 | -0.011 | 0.069 | -0.250 | -0.111 | 0.843 | 0.929 | 0.102 | 0.725 | -0.016 | 0.107 | 0.846 | -0.250 | 1.000 |
| 날짜 | 호선명 | 역명 | 시간 | 승차인원 | 하차인원 | 우대권인원수 | 기온(°C) | 강수량(mm) | 풍속(m/s) | 습도(%) | 적설(cm) | 면적 | 승하차인원 | 혼잡도 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2021-01-01 | 1 | 서울역 | 05:00 | 81 | 82 | 62 | -9.7000 | 0.0000 | 1.9000 | 72 | 0.0000 | 10,805.0000 | 163 | 4.5257 |
| 1 | 2021-01-01 | 1 | 서울역 | 06:00 | 111 | 352 | 111 | -9.7000 | 0.0000 | 2.0000 | 75 | 0.0000 | 10,805.0000 | 463 | 12.8552 |
| 2 | 2021-01-01 | 1 | 서울역 | 07:00 | 154 | 434 | 129 | -9.3000 | 0.0000 | 1.6000 | 71 | 0.0000 | 10,805.0000 | 588 | 16.3258 |
| 3 | 2021-01-01 | 1 | 서울역 | 08:00 | 301 | 583 | 113 | -9.3000 | 0.0000 | 1.6000 | 72 | 0.0000 | 10,805.0000 | 884 | 24.5442 |
| 4 | 2021-01-01 | 1 | 서울역 | 09:00 | 322 | 833 | 200 | -8.6000 | 0.0000 | 2.5000 | 74 | 0.0000 | 10,805.0000 | 1155 | 32.0685 |
| 5 | 2021-01-01 | 1 | 서울역 | 10:00 | 411 | 740 | 268 | -6.1000 | 0.0000 | 1.1000 | 68 | 0.0000 | 10,805.0000 | 1151 | 31.9574 |
| 6 | 2021-01-01 | 1 | 서울역 | 11:00 | 575 | 623 | 306 | -3.2000 | 0.0000 | 1.7000 | 55 | 0.0000 | 10,805.0000 | 1198 | 33.2624 |
| 7 | 2021-01-01 | 1 | 서울역 | 12:00 | 734 | 833 | 331 | -1.1000 | 0.0000 | 2.1000 | 52 | 0.0000 | 10,805.0000 | 1567 | 43.5076 |
| 8 | 2021-01-01 | 1 | 서울역 | 13:00 | 693 | 784 | 348 | -0.2000 | 0.0000 | 3.0000 | 56 | 0.0000 | 10,805.0000 | 1477 | 41.0088 |
| 9 | 2021-01-01 | 1 | 서울역 | 14:00 | 669 | 784 | 316 | 1.4000 | 0.0000 | 1.6000 | 53 | 0.0000 | 10,805.0000 | 1453 | 40.3424 |
| 날짜 | 호선명 | 역명 | 시간 | 승차인원 | 하차인원 | 우대권인원수 | 기온(°C) | 강수량(mm) | 풍속(m/s) | 습도(%) | 적설(cm) | 면적 | 승하차인원 | 혼잡도 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5634136 | 2023-12-31 | 8 | 남위례 | 14:00 | 265 | 220 | 103 | 2.6000 | 0.0000 | 2.5000 | 92 | 3.3000 | 4,177.5400 | 485 | 34.8291 |
| 5634137 | 2023-12-31 | 8 | 남위례 | 15:00 | 292 | 229 | 130 | 3.8000 | 0.0000 | 2.7000 | 90 | 3.0000 | 4,177.5400 | 521 | 37.4144 |
| 5634138 | 2023-12-31 | 8 | 남위례 | 16:00 | 309 | 272 | 96 | 4.3000 | 0.0000 | 2.2000 | 85 | 2.6000 | 4,177.5400 | 581 | 41.7231 |
| 5634139 | 2023-12-31 | 8 | 남위례 | 17:00 | 260 | 274 | 54 | 4.0000 | 0.0000 | 2.2000 | 86 | 2.5000 | 4,177.5400 | 534 | 38.3479 |
| 5634140 | 2023-12-31 | 8 | 남위례 | 18:00 | 209 | 293 | 78 | 3.1000 | 0.0000 | 0.7000 | 89 | 2.5000 | 4,177.5400 | 502 | 36.0499 |
| 5634141 | 2023-12-31 | 8 | 남위례 | 19:00 | 121 | 254 | 51 | 2.6000 | 0.0000 | 0.8000 | 90 | 2.4000 | 4,177.5400 | 375 | 26.9297 |
| 5634142 | 2023-12-31 | 8 | 남위례 | 20:00 | 135 | 204 | 44 | 1.9000 | 0.0000 | 2.2000 | 94 | 2.4000 | 4,177.5400 | 339 | 24.3445 |
| 5634143 | 2023-12-31 | 8 | 남위례 | 21:00 | 228 | 182 | 45 | 1.7000 | 0.0000 | 2.4000 | 96 | 2.4000 | 4,177.5400 | 410 | 29.4432 |
| 5634144 | 2023-12-31 | 8 | 남위례 | 22:00 | 178 | 187 | 27 | 1.3000 | 0.0000 | 0.6000 | 95 | 2.4000 | 4,177.5400 | 365 | 26.2116 |
| 5634145 | 2023-12-31 | 8 | 남위례 | 23:00 | 94 | 230 | 24 | 0.9000 | 0.0000 | 0.8000 | 96 | 2.4000 | 4,177.5400 | 324 | 23.2673 |